Background/Objectives: Plant mitochondrial genomes are structurally dynamic, and assembled paths may not reflect all molecular configurations. We characterized the mitochondrial genome of Rhododendron spinuliferum and evaluated repeat-associated structural heterogeneity and transcript support for mitochondrial RNA processing. Methods: Public PacBio HiFi reads were assembled and curated; Illumina reads from a second individual provided cross-individual sequence support. Candidate local connections were assessed by strict single-read two-junction phasing. Gene content, repeats, plastid-derived sequences, comparative genomics, phylogeny, predicted C-to-U RNA-editing sites, and mature exon junctions were also examined. Results: Three representative assembly paths totaled 786,593 bp and contained 32 protein-coding loci, three rRNA genes, and 19 tRNA types. A total of 226 HiFi reads supported four local configurations associated with two repeat pairs, and all four persisted across 24 filtering combinations. Nine mitochondrial plastid DNA transfer blocks covered 6.77 kb. Public RNA-seq data provided read-level support for 211 of 475 predicted editing sites and all 12 examined mature exon junctions of nad1, nad2, and nad5. Across six congeners, 99.7% of resolved homologous positions corresponding to RNA-supported sites retained genomic C. Conclusions: These results support repeat-associated local structural heterogeneity in the R. spinuliferum mitogenome and provide a curated DNA- and RNA-supported resource for comparative Rhododendron mitochondrial genomics.
Some claim that especially in the field of agile software development the research lags years behind of the practice. In this paper, we characterize the status and main challenges for research on agile software development, and propose a preliminary roadmap, focusing on providing more empirical research, primarily on e...
Torgeir Dingsøyr, T. Dybå, P. Abrahamsson· Agile Conference· 92 citations· ⚡7
The results indicate that software developers are a slightly happy population, but the need for limiting the unhappiness of developers remains, and 219 factors representing causes of unhappiness while developing software are identified.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· International Conference on...· 84 citations· ⚡6
This study investigates how Lean internal startup facilitates software product innovation in large companies and identifies its enablers and inhibitors, and shows the potential of the method-in-action framework to investigate the Lean startup approach in non-startup context.
Henry Edison, Nina M. Smørsgård, Xiaofeng Wang et al.· Journal of Systems and Softw...· 78 citations· ⚡6
The goal is to not only refine the accuracy of the LLM-based tool but also to underscore its potential in streamlining the software development lifecycle through proactive code improvement and education.
Z. Rasheed, Malik Abdul Sami, Muhammad Waseem et al.· arXiv.org· 62 citations· ⚡3
Agile methods continue to gain popularity. In particular, the Scrum method appears to be on the verge of becoming a de-facto standard in the industry, leading the so called Agile movement. While there are success stories and recommendations, there is little scientifically valid evidence of the challenges in the adoptio...
A. Marchenko, P. Abrahamsson· Agile Conference· 59 citations· ⚡11
A comprehensive overview of how enhanced sampling methods are reshaping the field, with a particular focus on the data-driven construction of collective variables, is provided.
Kai Zhu, Enrico Trizio, Jintu Zhang et al.· Chemical Reviews· 58 citations
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.